


"""simple docstring"""



import json
from typing import TYPE_CHECKING, List, Optional, Tuple

from tokenizers import pre_tokenizers

from ...tokenization_utils_base import BatchEncoding
from ...tokenization_utils_fast import PreTrainedTokenizerFast
from ...utils import logging


if TYPE_CHECKING:
		from transformers.pipelines.conversational import Conversation


lowercase_							=							logging.get_logger(__name__)

lowercase_							=							{'tokenizer_file': 'tokenizer.json'}

lowercase_							=							{
    'tokenizer_file': {
        'bigscience/tokenizer': 'https://huggingface.co/bigscience/tokenizer/blob/main/tokenizer.json',
        'bigscience/bloom-560m': 'https://huggingface.co/bigscience/bloom-560m/blob/main/tokenizer.json',
        'bigscience/bloom-1b1': 'https://huggingface.co/bigscience/bloom-1b1/blob/main/tokenizer.json',
        'bigscience/bloom-1b7': 'https://huggingface.co/bigscience/bloom-1b7/blob/main/tokenizer.json',
        'bigscience/bloom-3b': 'https://huggingface.co/bigscience/bloom-3b/blob/main/tokenizer.json',
        'bigscience/bloom-7b1': 'https://huggingface.co/bigscience/bloom-7b1/blob/main/tokenizer.json',
        'bigscience/bloom': 'https://huggingface.co/bigscience/bloom/blob/main/tokenizer.json',
    },
}







class    __a						( __snake_case							):
				lowerCamelCase     :       Dict			       =VOCAB_FILES_NAMES
				lowerCamelCase     :       Any			       =PRETRAINED_VOCAB_FILES_MAP
				lowerCamelCase     :       Any			       =['input_ids', 'attention_mask']
				lowerCamelCase     :       Optional[int]			       =None







				def __init__( self      ,	UpperCAmelCase=None      ,	UpperCAmelCase=None      ,	UpperCAmelCase=None      ,	UpperCAmelCase="<unk>"      ,	UpperCAmelCase="<s>"      ,	UpperCAmelCase="</s>"      ,	UpperCAmelCase="<pad>"      ,	UpperCAmelCase=False      ,	UpperCAmelCase=False      ,	**UpperCAmelCase      ,	):

					'''simple docstring'''






					super().__init__(
					    UpperCAmelCase      ,	UpperCAmelCase      ,	tokenizer_file=UpperCAmelCase      ,	unk_token=UpperCAmelCase      ,	bos_token=UpperCAmelCase      ,	eos_token=UpperCAmelCase      ,	pad_token=UpperCAmelCase      ,	add_prefix_space=UpperCAmelCase      ,	clean_up_tokenization_spaces=UpperCAmelCase      ,	**UpperCAmelCase      ,	)
					lowerCAmelCase_      							=			json.loads(self.backend_tokenizer.pre_tokenizer.__getstate__()   )
					if pre_tok_state.get('''add_prefix_space'''      ,	UpperCAmelCase   ) != add_prefix_space:
						lowerCAmelCase_      							=			getattr(UpperCAmelCase      ,	pre_tok_state.pop('''type'''   )   )
						lowerCAmelCase_      							=			add_prefix_space
						lowerCAmelCase_      							=			pre_tok_class(**UpperCAmelCase   )

					lowerCAmelCase_      							=			add_prefix_space







				def      lowerCamelCase_     ( self      ,	*UpperCAmelCase      ,	**UpperCAmelCase   ):

					'''simple docstring'''






					lowerCAmelCase_      							=			kwargs.get('''is_split_into_words'''      ,	UpperCAmelCase   )
					if not (self.add_prefix_space or not is_split_into_words):
						raise Exception(
						    F"""You need to instantiate {self.__class__.__name__} with add_prefix_space=True to use it with"""
						    ''' pretokenized inputs.'''   )

					return super()._batch_encode_plus(*UpperCAmelCase      ,	**UpperCAmelCase   )







				def      lowerCamelCase_     ( self      ,	*UpperCAmelCase      ,	**UpperCAmelCase   ):

					'''simple docstring'''






					lowerCAmelCase_      							=			kwargs.get('''is_split_into_words'''      ,	UpperCAmelCase   )

					if not (self.add_prefix_space or not is_split_into_words):
						raise Exception(
						    F"""You need to instantiate {self.__class__.__name__} with add_prefix_space=True to use it with"""
						    ''' pretokenized inputs.'''   )

					return super()._encode_plus(*UpperCAmelCase      ,	**UpperCAmelCase   )







				def      lowerCamelCase_     ( self      ,	UpperCAmelCase      ,	UpperCAmelCase = None   ):

					'''simple docstring'''






					lowerCAmelCase_      							=			self._tokenizer.model.save(UpperCAmelCase      ,	name=UpperCAmelCase   )
					return tuple(UpperCAmelCase   )







				def      lowerCamelCase_     ( self      ,	UpperCAmelCase   ):

					'''simple docstring'''






					lowerCAmelCase_      							=			[]
					for is_user, text in conversation.iter_texts():
						input_ids.extend(self.encode(UpperCAmelCase      ,	add_special_tokens=UpperCAmelCase   ) + [self.eos_token_id]   )

					if len(UpperCAmelCase   ) > self.model_max_length:
						lowerCAmelCase_      							=			input_ids[-self.model_max_length :]
					return input_ids



"""simple docstring"""



from collections import Counter
from timeit import timeit
def      UpperCAmelCase     (       _lowercase :   str = ""			,   )						-> bool:


	"""simple docstring"""




	return sum(c % 2 for c in Counter(input_str.replace(''' '''			,   ''''''	).lower()	).values()	) < 2
def      UpperCAmelCase     (       _lowercase :   str = ""	)						-> bool:


	"""simple docstring"""




	if len(_lowercase	) == 0:
		return True
	lowerCAmelCase_      							=			input_str.replace(''' '''			,   ''''''	).lower()
	# character_freq_dict: Stores the frequency of every character in the input string
	lowerCAmelCase_      							=			{}

	for character in lower_case_input_str:
		lowerCAmelCase_      							=			character_freq_dict.get(_lowercase			,   0	) + 1
	lowerCAmelCase_      							=			0

	for character_count in character_freq_dict.values():
		if character_count % 2:
			odd_char += 1
	if odd_char > 1:
		return False
	return True
def      UpperCAmelCase     (       _lowercase :   str = ""	)						-> None:


	"""simple docstring"""




	print('''\nFor string = '''			,   _lowercase			,   ''':'''	)
	print(
	    '''> can_string_be_rearranged_as_palindrome_counter()'''			,   '''\tans ='''			,   can_string_be_rearranged_as_palindrome_counter(_lowercase	)			,   '''\ttime ='''			,   timeit(
	        '''z.can_string_be_rearranged_as_palindrome_counter(z.check_str)'''			,   setup='''import __main__ as z'''			,   )			,   '''seconds'''			,   )
	print(
	    '''> can_string_be_rearranged_as_palindrome()'''			,   '''\tans ='''			,   can_string_be_rearranged_as_palindrome(_lowercase	)			,   '''\ttime ='''			,   timeit(
	        '''z.can_string_be_rearranged_as_palindrome(z.check_str)'''			,   setup='''import __main__ as z'''			,   )			,   '''seconds'''			,   )


if __name__ == "__main__":
		lowercase_							=							input(
		    'Enter string to determine if it can be rearranged as a palindrome or not: '
		).strip()
		benchmark(check_str)
		lowercase_							=							can_string_be_rearranged_as_palindrome_counter(check_str)
		print(f"""{check_str} can {'' if status else 'not '}be rearranged as a palindrome""")